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Resonance-frequency based Electrical Impedance Spectroscopy and Its Detection Sensitivity to Breast Lesions

机译:基于共振频率的电阻抗光谱及其对乳腺病变的检测敏感性

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Electrical impedance spectroscopy (EIS) has been investigated and emerged as a potential non-invasive, low cost, and convenient tool for prescreening and detecting breast abnormalities that could lead to developing breast cancers. However, the performance of conventional EIS is unacceptable in clinical practice. In our laboratory, we developed a new EIS approach based on resonance frequency measurements. This system relies on parameters generated by resonating breast capacitance with a fixed inductor in six different directions using the nipple as a reference electrode. The system detects breast tissue abnormalities due to capacitance changes caused by angiogenesis. Although preliminary testing results from a prospective clinical study were encouraging, we found that detection results were not robust. One of the primary reasons is that the measured EIS signals, in particular, resonance frequencies vary with lesion-depth. Using circuit theory we investigated and derived analytical expressions between the sensitivity of capacitance changes and parallel resistances to pathologies with respect to distances of the lesions from the nipple electrode. The resistance shorts the measured EIS signal thereby decreasing amplitudes of waveforms at resonance frequency. The theoretical analysis is consistent with our experimental observation, which provides valuable data and guidelines for us to develop and construct a new resonance-frequency based EIS system using a lumped parameter (resistance and multi-layer capacitance) based breast model, resulting in an optimal electrical circuit for future studies.
机译:已经研究了电阻抗光谱(EIS)作为潜在的无侵入性,低成本,方便的液体抑制和检测可能导致乳腺癌的乳房异常的工具。然而,常规EIS的性能在临床实践中是不可接受的。在我们的实验室中,我们开发了一种基于谐振频率测量的新型EIS方法。该系统依赖于使用乳头作为参比电极的六个不同方向的六个不同方向的固定电感产生的参数依赖于产生乳房电容。由于血管生成引起的电容变化,系统检测到乳房组织异常。虽然前瞻性临床研究的初步测试结果令人鼓舞,但我们发现检测结果并不稳健。其中一个主要原因是测量的EIS信号,特别是谐振频率随损伤深度而变化。使用电路理论,我们研究和导出在电容变化的灵敏度与对来自乳头电极的病变距离的平行电阻的敏感性之间的分析表达。电阻短路,测量的EIS信号,从而降低了谐振频率的波形的幅度。理论分析与我们的实验观察一致,它为我们提供了有价值的数据和指导方针,可以使用基于集总参数(电阻和多层电容)的乳房模型来开发和构建一种新的共振频率的EIS系统,从而实现最佳用于未来研究的电路。

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